scirs2_ndimage::hyperdimensional_computing::memory

Struct PerformanceTracker

pub struct PerformanceTracker {
    pub accuracyhistory: VecDeque<f64>,
    pub learning_speedhistory: VecDeque<f64>,
    pub update_count: usize,
    pub max_history_length: usize,
}

Expand description

Performance tracker for adaptive learning

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§accuracyhistory: VecDeque<f64>

History of accuracy measurements

§learning_speedhistory: VecDeque<f64>

History of learning speed measurements

§update_count: usize

Number of updates performed

§max_history_length: usize

Maximum history length

Implementations§

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impl PerformanceTracker

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pub fn new() -> Self

Create a new performance tracker

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pub fn record_update(&mut self, accuracy: f64, learning_speed: f64)

Record a performance update

§Arguments

accuracy - Current accuracy measurement
learning_speed - Current learning speed measurement

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pub fn get_accuracy(&self) -> f64

Get current accuracy estimate

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pub fn get_learning_speed(&self) -> f64

Get current learning speed estimate

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pub fn get_memory_efficiency(&self) -> f64

Get memory efficiency estimate

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pub fn get_recent_performance_change(&self) -> f64

Get recent performance change

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pub fn reset(&mut self)

Reset the tracker

Trait Implementations§

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impl Clone for PerformanceTracker

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fn clone(&self) -> PerformanceTracker

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for PerformanceTracker

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for PerformanceTracker

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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